MLopt Lab @ State University of New York at Albany

Welcome to the Machine Learning and OPTimization Lab (MLopt Lab) at the State University of New York at Albany!

Principal Investigator

  Chong Liu
Assistant Professor of Computer Science, SUNY Albany

PhD in Computer Science, UC Santa Barbara, 2023

Research Interests:
Machine Learning: Bayesian optimization, bandit algorithms, quantum machine learning.
AI for Accelerated Scientific Discovery: Experimental design, drug discovery, PDE surrogates.

Lab Members

  Jawad Hossian
PhD Student in Computer Science (since Fall 2025)

Research Interests: AI for math reasoning

Publication:
Work under review at ACL-2026
  Yusuke Ozaki
Visiting Undergrad Student in Computer Science (since Fall 2025)

Research Interests: AI for lab automation, Bayesian optimization

Hobbies: Brazilian Jiu-Jitsu, reading books
  Zakaria Shams Siam
PhD Student in Computer Science (since Fall 2024)

Research Interests: Bandit algorithms, AI for drug discovery

Publications:
[2] Multi-objective coverage via constraint active search (AAMAS-2026)
[1] Quantum non-linear bandit optimization (AAAI-2026)

Hobbies: Science-fiction novels and films